New tools for computer assistance in thoracic CT Part 1. Functional analysis of lungs, lung lobes, and bronchopulmonary segments

被引:97
作者
Kuhnigk, JM
Dicken, V
Zidowitz, S
Bornemann, L
Kuemmerlen, B
Krass, S
Peitgen, HO
Yuval, S
Jend, HH
Rau, WS
Achenbach, T
机构
[1] MeVis Ctr Med Diagnost Syst & Visualizat, D-28359 Bremen, Germany
[2] Hosp Bremen E, Ctr Radiol, Bremen, Germany
[3] Univ Hosp Giessen, Dept Diagnost Radiol, Giessen, Germany
[4] Johannes Gutenberg Univ Mainz, Dept Radiol, D-6500 Mainz, Germany
关键词
D O I
10.1148/rg.252045070
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Owing to the rapid development of scanner technology, thoracic computed tomography (CT) offers new possibilities but also faces enormous challenges with respect to the quality of computer-assisted diagnosis and therapy planning. In the framework of the Virtual Institute for Computer Assistance in Clinical Radiology cooperative research project, a prototypical software application was developed to assist the radiologist in functional analysis of thoracic CT data. By identifying the anatomic compartments of the lungs, the software application enables assessment of established functional CT parameters for each individual lung, pulmonary lobe, and pulmonary segment. Such regionbased assessment allows a more localized diagnosis of lung diseases such as emphysema and more accurate estimation of regional lung function from CT data. With close cooperation between computer scientists and radiologists, the software application was tested and optimized to achieve a high degree of usability. Several clinical studies were carried out, the results of which indicated that the software application improves quantification in diagnosis, therapy planning, and therapy monitoring with respect to accuracy and time required. (c) RSNA, 2005.
引用
收藏
页码:525 / 536
页数:12
相关论文
共 41 条
[1]   Segmentation and analysis of the human airway tree from three-dimensional X-ray CT images [J].
Aykac, D ;
Hoffman, EA ;
McLennan, G ;
Reinhardt, JM .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2003, 22 (08) :940-950
[2]   Pulmonary emphysema: Subjective visual grading versus objective quantification with macroscopic morphometry and thin-section CT densitometry [J].
Bankier, AA ;
De Maertelaer, V ;
Keyzer, C ;
Gevenois, PA .
RADIOLOGY, 1999, 211 (03) :851-858
[3]   Automated CT image evaluation of the lung:: A morphology-based concept [J].
Blechschmidt, RA ;
Werthschützky, R ;
Lörcher, U .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2001, 20 (05) :434-442
[4]   A quantification of the lung surface area in emphysema using computed tomography [J].
Coxson, HO ;
Rogers, RM ;
Whittall, KP ;
D'Yachkova, Y ;
Paré, PD ;
Sciurba, FC ;
Hogg, JC .
AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 1999, 159 (03) :851-856
[5]  
Fishman A, 2001, NEW ENGL J MED, V345, P1075
[6]   Advances in cardiac imaging with 16-section CT systems [J].
Flohr, TG ;
Schoepf, UJ ;
Kuettner, A ;
Halliburton, S ;
Bruder, H ;
Suess, C ;
Schmidt, B ;
Hofmann, L ;
Yucel, EK ;
Schaller, S ;
Ohnesorge, BM .
ACADEMIC RADIOLOGY, 2003, 10 (04) :386-401
[7]   System performance of multislice spiral computed tomography [J].
Fuchs, TOJ ;
Kachelriess, M ;
Kalender, WA .
IEEE ENGINEERING IN MEDICINE AND BIOLOGY MAGAZINE, 2000, 19 (05) :63-70
[8]  
Ginsberg RJ, 1995, ANN THORAC SURG, V60, P615, DOI [DOI 10.1016/0003-4975(95)00537-U, 10.1016/0003-4975(95)00537-u]
[9]   IWT - Interactive Watershed Transform: A hierarchical method for efficient interactive and automated segmentation of multidimensional grayscale images [J].
Hahn, HK ;
Peitgen, HO .
MEDICAL IMAGING 2003: IMAGE PROCESSING, PTS 1-3, 2003, 5032 :643-653
[10]   Automated volume measurements of pulmonary emphysema on 3-D chest CT images [J].
Hara, T ;
Yamamoto, A ;
Zhou, XR ;
Iwano, S ;
Itou, S ;
Fujita, H ;
Ishigaki, T .
CARS 2003: COMPUTER ASSISTED RADIOLOGY AND SURGERY, PROCEEDINGS, 2003, 1256 :1043-1048